XP-Practice: ANGLET workshop (25 to 29 June 2018)

Advanced OMIC Profiling and Integration

Welcome to the first summer school organized in Anglet.

Practical Information

here

  • Importation data set here
    • Excel, txt, …
  • Manipulation data set here
  • Visualisation data
    • plot, scatter-plot, boxplot
  • Basic Stat
    • Correlation, summary stat, mediane, moyenne, variance, …
  • Basic Probability
    • pdf, histogram, density estimation, smooth estimation
    • Parametric estimation density here

16 November 2017

  • Revision of previous session (1h30/2h)

  • Linear model: univariate and multivariate (1h/1h30)

    • Some slides here
    • If you want to reproduce analysis from slides you need this data file fishHG.txt
    • Polynomial Model: some R code here

23 November 2017

  • Time series analysis: short introduction
    • Some slides here
    • A simple introduction here
    • Mutiple Time Series here
    • Short example on Arima model here
    • Forecasting here
    • Exercise: case study here
  • Extreme Value : short introduction
    • case study here
    • A nice R package exTremes here